{ "base_model": "nvidia/NVIDIA-Nemotron-Labs-Dory1.0-4B-BF16", "base_revision": "b366b87f762ea334ba3eb55912031baba1515810", "base_weights_sha256": "207483664dfef54c4c4438863260d3ba423bf3d6009b43fe84264b281e9fda23", "release": "state-32k", "selected_step": 8000, "selected_stage_examples": 32000, "precision": "bf16", "adapter_sha256": "60723ac470780ac7e8bfe7785c23665be2d5c5d6653cbd2fad653523214aea7d", "weights_sha256": { "model-00001-of-00008.safetensors": "f8ae89948adc35f42b2d735abc460bf20df89fe27063009e7023af236421943e", "model-00002-of-00008.safetensors": "09c16bdfe0f5fb160048a35f08ca998fa1e704efdcb4b3d504e46b2870c68e2d", "model-00003-of-00008.safetensors": "978f4d0f66dce924a81ee2e57aaaa4d0431bf5a163eb3445f32414637846b74c", "model-00004-of-00008.safetensors": "056ce5b367b2d955ce08ec5795d12ba6475640df7175c9f3eb7d5d35e18ddd86", "model-00005-of-00008.safetensors": "dbc45d99c137991456115cd9b71e8fe69dcb7d5b923cee93835e34646af9da0d", "model-00006-of-00008.safetensors": "bd559f8be05597b9915e91c8bd449d7c5194a2205c5a02e4ec750971a3f2814e", "model-00007-of-00008.safetensors": "6c1ebd7492594617d7e0be46cce8b05d57f27930dac431bff1c23a3d496782a3", "model-00008-of-00008.safetensors": "09dde4e45f4cc217f00222f3c57d8b8656d12a8f215e09d300a6f98d434fe80e", "adapter/adapter.safetensors": "60723ac470780ac7e8bfe7785c23665be2d5c5d6653cbd2fad653523214aea7d" }, "evaluated_nvfp4_sha256": "62bc20a6fbafaf157154650dfb4e9ec32a19d67e8e1f60ddcc3318fd37d6ccb4", "accuracy_evaluation_precision": "nvfp4", "bf16_merge": { "method": "W + (alpha/rank) * BF16(B) @ BF16(A), accumulated F32, stored BF16", "device": "cpu", "torch": "2.10.0+cu128", "source_sha256": "207483664dfef54c4c4438863260d3ba423bf3d6009b43fe84264b281e9fda23", "adapter_sha256": "60723ac470780ac7e8bfe7785c23665be2d5c5d6653cbd2fad653523214aea7d", "quantizer_sha256": "baf5ad4237ff4390c41696a32ba97cb3b82ec87fe0bb78ea8878909f0a1b3772", "projections": 288, "tensor_count": 507, "total_size": 7950458880, "shards_verified": 8, "accuracy_evaluation": "Not separately scored; latest reported native accuracy applies to NVFP4 only.", "elapsed_s": 16.484787462744862 }, "previous_release": { "repo": "rdaum/eider-dory-1.0-4b-decisions-bf16", "revision": "bc6a9faf3bedd0bbd0c117068a0c5293a13d3ec0", "tag": "actions-48k" }, "training": { "rank": 8, "alpha": 16.0, "loops": 2, "accumulation": 4, "micro_batch_size": 4, "learning_rate": 1e-05, "seed": 20261024, "initialization": { "adapter_sha256": "4b6a812baccf0e4586ab7c31c1574abab979f064ac81dec8baee7e424b659e96", "run_sha256": "5aafa5d840ea5517c42325ed1ce9c61fcf94519b2701c8e9255d6668833f9876", "report_sha256": "39bf8fb9a20c9a811c8907b31bcf93cad312a3869e59c9b0e5e2f4e8f9adbbaf", "parent_completed_steps": 12000, "parent_examples_seen": 48000, "optimizer": "fresh" }, "loss": "soft-target conditional cross-entropy + 0.5 * Brier", "torch": "2.12.0+cu130" }, "training_report": { "adapter_sha256": "60723ac470780ac7e8bfe7785c23665be2d5c5d6653cbd2fad653523214aea7d", "training_state_sha256": "3e39348ed11b584af07de43d1138399d551714226c9703a1c1794853ddb7b6bf", "completed_steps": 8000, "examples_seen": 32000, "training_seconds": 2700.4836061550304, "peak_memory_gib": 52.067845821380615 }, "selection": { "criterion": "NVFP4 validation Brier, cross-entropy, earliest step", "candidates": [ { "step": 0, "examples_seen": 0, "checkpoint": "step-000000", "export": "step-000000", "validation": { "questions": 1024, "modal_accuracy": 0.6005859375, "brier": 0.5027092950491365, "cross_entropy": 1.6357855528374599, "by_kind": { "choice": { "questions": 665, "modal_accuracy": 0.6030075187969924, "brier": 0.4978527031414729, "cross_entropy": 1.564796901472784 }, "noul": { "questions": 144, "modal_accuracy": 0.7361111111111112, "brier": 0.4178836877295325, "cross_entropy": 0.9008511909421006 }, "score": { "questions": 215, "modal_accuracy": 0.5023255813953489, "brier": 0.5745442767822497, "cross_entropy": 2.347590209909279 } }, "by_source": { "alfworld": { "questions": 128, "modal_accuracy": 0.8359375, "brier": 0.19931059120575503, "cross_entropy": 0.7444107758516407 }, "arithmetic": { "questions": 24, "modal_accuracy": 0.7083333333333334, "brier": 0.428241328947602, "cross_entropy": 1.050083253299498 }, "babyai": { "questions": 58, "modal_accuracy": 0.39655172413793105, "brier": 0.7305371209519513, "cross_entropy": 1.4973851876562216 }, "community-diversity-v2/browser_tools/idempotent_retry": { "questions": 2, "modal_accuracy": 1.0, "brier": 4.986938069711992e-05, "cross_entropy": 0.003831617325445817 }, "community-diversity-v2/contracts/governing_law_venue": { "questions": 5, "modal_accuracy": 0.6, "brier": 0.7805844658893524, "cross_entropy": 1.7801497473019683 }, "community-diversity-v2/games/racing_overtake": { "questions": 7, "modal_accuracy": 0.7142857142857143, "brier": 0.4790055889595874, "cross_entropy": 1.1121963454176031 }, "community-diversity-v2/ir/access_schedule": { "questions": 12, "modal_accuracy": 0.6666666666666666, "brier": 0.6101325803838552, "cross_entropy": 2.0033591272403792 }, "community-diversity-v2/rag/policy_exception": { "questions": 10, "modal_accuracy": 0.7, "brier": 0.6003855550573081, "cross_entropy": 1.611779150841159 }, "community-diversity-v2/rubric_judge/trace_consistency": { "questions": 4, "modal_accuracy": 0.75, "brier": 0.42100449664852624, "cross_entropy": 1.9128633478153523 }, "connect_four": { "questions": 56, "modal_accuracy": 0.5357142857142857, "brier": 0.2741592752209492, "cross_entropy": 1.860460665385586 }, "customer-control-v1": { "questions": 7, "modal_accuracy": 1.0, "brier": 2.0002025677443218e-06, "cross_entropy": 0.0004476462766485558 }, "devign": { "questions": 2, "modal_accuracy": 0.5, "brier": 0.41023068518803085, "cross_entropy": 0.6006732852714238 }, "gsm8k": { "questions": 4, "modal_accuracy": 1.0, "brier": 0.0013119361198151522, "cross_entropy": 0.02163855006976333 }, "helpsteer2": { "questions": 128, "modal_accuracy": 0.4296875, "brier": 0.5887451086780798, "cross_entropy": 2.801737422463417 }, "planning": { "questions": 192, "modal_accuracy": 0.6041666666666666, "brier": 0.5293956848932907, "cross_entropy": 1.6646787560472525 }, "race": { "questions": 4, "modal_accuracy": 0.5, "brier": 0.8826525379691635, "cross_entropy": 2.2968173663260414 }, "ragtruth": { "questions": 6, "modal_accuracy": 0.6666666666666666, "brier": 0.31120510035647425, "cross_entropy": 0.4402550888479215 }, "scienceworld": { "questions": 128, "modal_accuracy": 0.6953125, "brier": 0.4588827899272394, "cross_entropy": 1.3847298212396886 }, "scone": { "questions": 192, "modal_accuracy": 0.4739583333333333, "brier": 0.8022954836937664, "cross_entropy": 2.0042890400598963 }, "toolace": { "questions": 2, "modal_accuracy": 1.0, "brier": 2.2949296518888497e-08, "cross_entropy": 9.582785411797238e-05 }, "yuri_v3": { "questions": 53, "modal_accuracy": 0.7358490566037735, "brier": 0.0564251534824245, "cross_entropy": 0.8602018822761758 } } } }, { "step": 2000, "examples_seen": 8000, "checkpoint": "step-002000", "export": "step-002000", "validation": { "questions": 1024, "modal_accuracy": 0.7275390625, "brier": 0.31872868889688055, "cross_entropy": 1.116584448395983, "by_kind": { "choice": { "questions": 665, "modal_accuracy": 0.7398496240601504, "brier": 0.3486314543321744, "cross_entropy": 1.1847615210242326 }, "noul": { "questions": 144, "modal_accuracy": 0.8472222222222222, "brier": 0.24375927242920462, "cross_entropy": 0.5036143361404846 }, "score": { "questions": 215, "modal_accuracy": 0.6093023255813953, "brier": 0.27645081427769413, "cross_entropy": 1.3162586012657769 } }, "by_source": { "alfworld": { "questions": 128, "modal_accuracy": 0.8515625, "brier": 0.20112173562767713, "cross_entropy": 0.7568937670273396 }, "arithmetic": { "questions": 24, "modal_accuracy": 0.75, "brier": 0.3778614792863498, "cross_entropy": 1.0070228429929422 }, "babyai": { "questions": 58, "modal_accuracy": 0.5517241379310345, "brier": 0.6998687564446888, "cross_entropy": 1.449144847710849 }, "community-diversity-v2/browser_tools/idempotent_retry": { "questions": 2, "modal_accuracy": 1.0, "brier": 8.502797038864707e-06, "cross_entropy": 0.0017491505823356403 }, "community-diversity-v2/contracts/governing_law_venue": { "questions": 5, "modal_accuracy": 0.6, "brier": 0.64090513735759, "cross_entropy": 1.2842974245060323 }, "community-diversity-v2/games/racing_overtake": { "questions": 7, "modal_accuracy": 0.7142857142857143, "brier": 0.5732229366022509, "cross_entropy": 1.3498112142920367 }, "community-diversity-v2/ir/access_schedule": { "questions": 12, "modal_accuracy": 0.75, "brier": 0.45820962916227576, "cross_entropy": 1.7893452530760972 }, "community-diversity-v2/rag/policy_exception": { "questions": 10, "modal_accuracy": 0.6, "brier": 0.7878584523917267, "cross_entropy": 2.649907510922513 }, "community-diversity-v2/rubric_judge/trace_consistency": { "questions": 4, "modal_accuracy": 0.5, "brier": 0.8062445012416534, "cross_entropy": 1.8181549807503623 }, "connect_four": { "questions": 56, "modal_accuracy": 0.5714285714285714, "brier": 0.268346840698743, "cross_entropy": 1.8491581077937622 }, "customer-control-v1": { "questions": 7, "modal_accuracy": 1.0, "brier": 4.014360934536871e-05, "cross_entropy": 0.0018805145026462434 }, "devign": { "questions": 2, "modal_accuracy": 1.0, "brier": 0.43785613217853164, "cross_entropy": 0.6306845393838758 }, "gsm8k": { "questions": 4, "modal_accuracy": 1.0, "brier": 0.0023963047501729595, "cross_entropy": 0.02626187987425209 }, "helpsteer2": { "questions": 128, "modal_accuracy": 0.546875, "brier": 0.20973734203719346, "cross_entropy": 1.5167245986871056 }, "planning": { "questions": 192, "modal_accuracy": 0.9114583333333334, "brier": 0.1816467064252445, "cross_entropy": 0.8230249970733392 }, "race": { "questions": 4, "modal_accuracy": 0.5, "brier": 0.7315860423730358, "cross_entropy": 2.0558892146843153 }, "ragtruth": { "questions": 6, "modal_accuracy": 0.5, "brier": 0.6525781536661275, "cross_entropy": 0.9808095278526777 }, "scienceworld": { "questions": 128, "modal_accuracy": 0.6953125, "brier": 0.430457617431226, "cross_entropy": 1.3267025517668618 }, "scone": { "questions": 192, "modal_accuracy": 0.6979166666666666, "brier": 0.44132333714721916, "cross_entropy": 0.939129528604241 }, "toolace": { "questions": 2, "modal_accuracy": 1.0, "brier": 1.4302336637850583e-07, "cross_entropy": 0.00026036870363595557 }, "yuri_v3": { "questions": 53, "modal_accuracy": 0.7358490566037735, "brier": 0.05366664986435064, "cross_entropy": 0.8647152527990684 } } } }, { "step": 4000, "examples_seen": 16000, "checkpoint": "step-004000", "export": "step-004000", "validation": { "questions": 1024, "modal_accuracy": 0.740234375, "brier": 0.31259603426070215, "cross_entropy": 1.0641685621781927, "by_kind": { "choice": { "questions": 665, "modal_accuracy": 0.7413533834586467, "brier": 0.35520899641938364, "cross_entropy": 1.150404749554445 }, "noul": { "questions": 144, "modal_accuracy": 0.8333333333333334, "brier": 0.2587362169867197, "cross_entropy": 0.527162702406588 }, "score": { "questions": 215, "modal_accuracy": 0.6744186046511628, "brier": 0.2168667033394475, "cross_entropy": 1.157107070094022 } }, "by_source": { "alfworld": { "questions": 128, "modal_accuracy": 0.859375, "brier": 0.1875144540034567, "cross_entropy": 0.6708904667559872 }, "arithmetic": { "questions": 24, "modal_accuracy": 0.7083333333333334, "brier": 0.4071248120462074, "cross_entropy": 1.072867837361791 }, "babyai": { "questions": 58, "modal_accuracy": 0.4827586206896552, "brier": 0.7226287558174715, "cross_entropy": 1.4270151869584489 }, "community-diversity-v2/browser_tools/idempotent_retry": { "questions": 2, "modal_accuracy": 1.0, "brier": 6.599285085529234e-06, "cross_entropy": 0.0016185379703032327 }, "community-diversity-v2/contracts/governing_law_venue": { "questions": 5, "modal_accuracy": 0.8, "brier": 0.39998067070790544, "cross_entropy": 1.08609476980073 }, "community-diversity-v2/games/racing_overtake": { "questions": 7, "modal_accuracy": 0.8571428571428571, "brier": 0.28687468365522234, "cross_entropy": 0.7248149597143485 }, "community-diversity-v2/ir/access_schedule": { "questions": 12, "modal_accuracy": 0.75, "brier": 0.477438586205062, "cross_entropy": 1.9109389754190291 }, "community-diversity-v2/rag/policy_exception": { "questions": 10, "modal_accuracy": 0.6, "brier": 0.7693115419877218, "cross_entropy": 2.051549980800976 }, "community-diversity-v2/rubric_judge/trace_consistency": { "questions": 4, "modal_accuracy": 0.25, "brier": 1.1149087692116901, "cross_entropy": 2.466424832470031 }, "connect_four": { "questions": 56, "modal_accuracy": 0.6428571428571429, "brier": 0.26805081416207754, "cross_entropy": 1.8479820614570504 }, "customer-control-v1": { "questions": 7, "modal_accuracy": 1.0, "brier": 1.6518035601985627e-05, "cross_entropy": 0.0012598198888345246 }, "devign": { "questions": 2, "modal_accuracy": 0.5, "brier": 0.43338634881169164, "cross_entropy": 0.6242116836662074 }, "gsm8k": { "questions": 4, "modal_accuracy": 1.0, "brier": 0.0005199031989910008, "cross_entropy": 0.013970904245707016 }, "helpsteer2": { "questions": 128, "modal_accuracy": 0.5625, "brier": 0.2123470190045601, "cross_entropy": 1.5161004021555795 }, "planning": { "questions": 192, "modal_accuracy": 0.9010416666666666, "brier": 0.18652079389211781, "cross_entropy": 0.7723674627217165 }, "race": { "questions": 4, "modal_accuracy": 0.5, "brier": 0.6806357215652038, "cross_entropy": 1.9339496668179939 }, "ragtruth": { "questions": 6, "modal_accuracy": 0.6666666666666666, "brier": 0.5780328053534197, "cross_entropy": 0.9064917649110132 }, "scienceworld": { "questions": 128, "modal_accuracy": 0.6796875, "brier": 0.49342345206712573, "cross_entropy": 1.4302781643246851 }, "scone": { "questions": 192, "modal_accuracy": 0.765625, "brier": 0.3713316872108095, "cross_entropy": 0.7410961018920553 }, "toolace": { "questions": 2, "modal_accuracy": 1.0, "brier": 3.664008183371336e-07, "cross_entropy": 0.00041208643515311584 }, "yuri_v3": { "questions": 53, "modal_accuracy": 0.7547169811320755, "brier": 0.056719285382028715, "cross_entropy": 0.8641864337643139 } } } }, { "step": 8000, "examples_seen": 32000, "checkpoint": "step-008000", "export": "step-008000", "validation": { "questions": 1024, "modal_accuracy": 0.76171875, "brier": 0.27786017825450965, "cross_entropy": 0.9927829125866763, "by_kind": { "choice": { "questions": 665, "modal_accuracy": 0.7654135338345864, "brier": 0.3189465668614991, "cross_entropy": 1.0534065611001757 }, "noul": { "questions": 144, "modal_accuracy": 0.8958333333333334, "brier": 0.16471210037099535, "cross_entropy": 0.39482479972079665 }, "score": { "questions": 215, "modal_accuracy": 0.6604651162790698, "brier": 0.22656192147115203, "cross_entropy": 1.2057654334760237 } }, "by_source": { "alfworld": { "questions": 128, "modal_accuracy": 0.8671875, "brier": 0.1790825849971539, "cross_entropy": 0.6080971490404414 }, "arithmetic": { "questions": 24, "modal_accuracy": 0.6666666666666666, "brier": 0.5263100827359132, "cross_entropy": 1.403012675529207 }, "babyai": { "questions": 58, "modal_accuracy": 0.5517241379310345, "brier": 0.684833327087956, "cross_entropy": 1.5818612127101548 }, "community-diversity-v2/browser_tools/idempotent_retry": { "questions": 2, "modal_accuracy": 1.0, "brier": 8.422208826818114e-06, "cross_entropy": 0.0016334122276107624 }, "community-diversity-v2/contracts/governing_law_venue": { "questions": 5, "modal_accuracy": 0.8, "brier": 0.39072800981047207, "cross_entropy": 0.8926558622999824 }, "community-diversity-v2/games/racing_overtake": { "questions": 7, "modal_accuracy": 0.8571428571428571, "brier": 0.28439123582360026, "cross_entropy": 0.7928804085918381 }, "community-diversity-v2/ir/access_schedule": { "questions": 12, "modal_accuracy": 0.6666666666666666, "brier": 0.6286826358235, "cross_entropy": 2.0004531092707 }, "community-diversity-v2/rag/policy_exception": { "questions": 10, "modal_accuracy": 0.7, "brier": 0.44538602593083176, "cross_entropy": 1.117689014223367 }, "community-diversity-v2/rubric_judge/trace_consistency": { "questions": 4, "modal_accuracy": 0.25, "brier": 1.4342464951649092, "cross_entropy": 3.381933827755728 }, "connect_four": { "questions": 56, "modal_accuracy": 0.5535714285714286, "brier": 0.2622696208064482, "cross_entropy": 1.8219529101323455 }, "customer-control-v1": { "questions": 7, "modal_accuracy": 1.0, "brier": 2.417104630113183e-06, "cross_entropy": 0.0005900334430327367 }, "devign": { "questions": 2, "modal_accuracy": 1.0, "brier": 0.43780762834608883, "cross_entropy": 0.6306076256145883 }, "gsm8k": { "questions": 4, "modal_accuracy": 1.0, "brier": 0.0003744313065983422, "cross_entropy": 0.011988960485765076 }, "helpsteer2": { "questions": 128, "modal_accuracy": 0.5859375, "brier": 0.20697473621325052, "cross_entropy": 1.5034032587243362 }, "planning": { "questions": 192, "modal_accuracy": 0.9635416666666666, "brier": 0.11802009440200961, "cross_entropy": 0.6579051066101222 }, "race": { "questions": 4, "modal_accuracy": 0.5, "brier": 0.7315329429054658, "cross_entropy": 2.0647249708287245 }, "ragtruth": { "questions": 6, "modal_accuracy": 0.6666666666666666, "brier": 0.609860991064251, "cross_entropy": 0.9741778978250341 }, "scienceworld": { "questions": 128, "modal_accuracy": 0.703125, "brier": 0.44470820194957994, "cross_entropy": 1.2102900099661185 }, "scone": { "questions": 192, "modal_accuracy": 0.796875, "brier": 0.29338767561802165, "cross_entropy": 0.6140028830315581 }, "toolace": { "questions": 2, "modal_accuracy": 1.0, "brier": 2.1804417353162663e-07, "cross_entropy": 0.0003234946827488933 }, "yuri_v3": { "questions": 53, "modal_accuracy": 0.7169811320754716, "brier": 0.056977519481840835, "cross_entropy": 0.860752644211149 } } } } ], "winner": { "step": 8000, "examples_seen": 32000, "checkpoint": "step-008000", "export": "step-008000", "validation": { "questions": 1024, "modal_accuracy": 0.76171875, "brier": 0.27786017825450965, "cross_entropy": 0.9927829125866763, "by_kind": { "choice": { "questions": 665, "modal_accuracy": 0.7654135338345864, "brier": 0.3189465668614991, "cross_entropy": 1.0534065611001757 }, "noul": { "questions": 144, "modal_accuracy": 0.8958333333333334, "brier": 0.16471210037099535, "cross_entropy": 0.39482479972079665 }, "score": { "questions": 215, "modal_accuracy": 0.6604651162790698, "brier": 0.22656192147115203, "cross_entropy": 1.2057654334760237 } }, "by_source": { "alfworld": { "questions": 128, "modal_accuracy": 0.8671875, "brier": 0.1790825849971539, "cross_entropy": 0.6080971490404414 }, "arithmetic": { "questions": 24, "modal_accuracy": 0.6666666666666666, "brier": 0.5263100827359132, "cross_entropy": 1.403012675529207 }, "babyai": { "questions": 58, "modal_accuracy": 0.5517241379310345, "brier": 0.684833327087956, "cross_entropy": 1.5818612127101548 }, "community-diversity-v2/browser_tools/idempotent_retry": { "questions": 2, "modal_accuracy": 1.0, "brier": 8.422208826818114e-06, "cross_entropy": 0.0016334122276107624 }, "community-diversity-v2/contracts/governing_law_venue": { "questions": 5, "modal_accuracy": 0.8, "brier": 0.39072800981047207, "cross_entropy": 0.8926558622999824 }, "community-diversity-v2/games/racing_overtake": { "questions": 7, "modal_accuracy": 0.8571428571428571, "brier": 0.28439123582360026, "cross_entropy": 0.7928804085918381 }, "community-diversity-v2/ir/access_schedule": { "questions": 12, "modal_accuracy": 0.6666666666666666, "brier": 0.6286826358235, "cross_entropy": 2.0004531092707 }, "community-diversity-v2/rag/policy_exception": { "questions": 10, "modal_accuracy": 0.7, "brier": 0.44538602593083176, "cross_entropy": 1.117689014223367 }, "community-diversity-v2/rubric_judge/trace_consistency": { "questions": 4, "modal_accuracy": 0.25, "brier": 1.4342464951649092, "cross_entropy": 3.381933827755728 }, "connect_four": { "questions": 56, "modal_accuracy": 0.5535714285714286, "brier": 0.2622696208064482, "cross_entropy": 1.8219529101323455 }, "customer-control-v1": { "questions": 7, "modal_accuracy": 1.0, "brier": 2.417104630113183e-06, "cross_entropy": 0.0005900334430327367 }, "devign": { "questions": 2, "modal_accuracy": 1.0, "brier": 0.43780762834608883, "cross_entropy": 0.6306076256145883 }, "gsm8k": { "questions": 4, "modal_accuracy": 1.0, "brier": 0.0003744313065983422, "cross_entropy": 0.011988960485765076 }, "helpsteer2": { "questions": 128, "modal_accuracy": 0.5859375, "brier": 0.20697473621325052, "cross_entropy": 1.5034032587243362 }, "planning": { "questions": 192, "modal_accuracy": 0.9635416666666666, "brier": 0.11802009440200961, "cross_entropy": 0.6579051066101222 }, "race": { "questions": 4, "modal_accuracy": 0.5, "brier": 0.7315329429054658, "cross_entropy": 2.0647249708287245 }, "ragtruth": { "questions": 6, "modal_accuracy": 0.6666666666666666, "brier": 0.609860991064251, "cross_entropy": 0.9741778978250341 }, "scienceworld": { "questions": 128, "modal_accuracy": 0.703125, "brier": 0.44470820194957994, "cross_entropy": 1.2102900099661185 }, "scone": { "questions": 192, "modal_accuracy": 0.796875, "brier": 0.29338767561802165, "cross_entropy": 0.6140028830315581 }, "toolace": { "questions": 2, "modal_accuracy": 1.0, "brier": 2.1804417353162663e-07, "cross_entropy": 0.0003234946827488933 }, "yuri_v3": { "questions": 53, "modal_accuracy": 0.7169811320754716, "brier": 0.056977519481840835, "cross_entropy": 0.860752644211149 } } } }, "validation_split": "new_validation" }, "calibration": { "status": "not fitted for state-32k", "included": false, "enabled_by_default": false, "previous_profile": "Removed from main because it applies to actions-48k weights; retained in actions-48k history." }, "published_nvfp4_sha256": "62bc20a6fbafaf157154650dfb4e9ec32a19d67e8e1f60ddcc3318fd37d6ccb4", "evaluation": { "test": "evaluation/base-comparison.json", "validation": "evaluation/modelopt-validation.json", "jevman": "evaluation/jevman-comparison.json" } }